Search Results for author: Constantin Weisser

Found 2 papers, 1 papers with code

Progress in developing a hybrid deep learning algorithm for identifying and locating primary vertices

no code implementations8 Mar 2021 Simon Akar, Gowtham Atluri, Thomas Boettcher, Michael Peters, Henry Schreiner, Michael Sokoloff, Marian Stahl, William Tepe, Constantin Weisser, Mike Williams

The locations of proton-proton collision points in LHC experiments are called primary vertices (PVs).

High Energy Physics - Experiment Data Analysis, Statistics and Probability

Enhancing searches for resonances with machine learning and moment decomposition

1 code implementation19 Oct 2020 Ouail Kitouni, Benjamin Nachman, Constantin Weisser, Mike Williams

A key challenge in searches for resonant new physics is that classifiers trained to enhance potential signals must not induce localized structures.

High Energy Physics - Phenomenology High Energy Physics - Experiment Data Analysis, Statistics and Probability

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